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Automation Risk Analysis

Will “Data Management Associate” be Automated?

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AI Exposure Risk

62%

“Data Management Associate” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 62% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Data Management Associate” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Database Administrators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Administer, test, and implement computer databases, applying knowledge of database management systems. Coordinate changes to computer databases. Identify, investigate, and resolve database performance issues, database capacity, and database scalability. May plan, coordinate, and implement security measures to safeguard computer databases.

Avg. Annual Salary $107,440
Avg. Hourly Wage $51.65
Available Jobs (US) 73,180
Job Title & Hierarchy Code (SOC) Database Administrators #15-1242
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Database Administrators”

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Core Skills & Abilities

  • Develop data models describing data elements and how they are used, following procedures and using pen, template, or computer software.

  • Provide technical support to junior staff or clients.

  • Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.

  • Revise company definition of data as defined in data dictionary.

  • Modify existing databases and database management systems or direct programmers and analysts to make changes.

  • Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.

  • Specify users and user access levels for each segment of database.

  • Test changes to database applications or systems.

  • Develop standards and guidelines for the use and acquisition of software and to protect vulnerable information.

  • Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.

  • Review procedures in database management system manuals to make changes to database.

  • Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases.

  • Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.

  • Plan and install upgrades of database management system software to enhance database performance.

  • Select and enter codes to monitor database performance and to create production databases.

  • Test programs or databases, correct errors, and make necessary modifications.

  • Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions.

  • Train users and answer questions.

Technologies & Software

  • Ruby on Rails
  • Oracle Real Application Cluster RAC
  • Node.js
  • Ubuntu
  • Oracle PL/SQL
  • Concurrency control software
  • Microsoft SharePoint
  • MySQL
  • Delphi Technology
  • Test data generator software
  • Microsoft Azure software
  • Amazon Simple Storage Service S3
  • Spring Boot
  • Data modeling software
  • IBM InfoSphere DataStage
  • Oracle Enterprise Manager
  • Microsoft Exchange
  • Apache Hadoop
  • Autodesk Revit
  • R
  • Claude (Anthropic)
  • SAP Business Objects
  • Oracle Database
  • Greenplum Database
  • IBM ADSTAR
  • Computer based training software
  • Splunk Enterprise
  • CA Easytrieve Report Generator
  • Scala
  • AJAX
  • Zabbix
  • Codeium
  • Virtual private networking VPN software
  • ESRI ArcGIS software
  • Teradata Database
  • Microsoft Power BI
  • Database design software
  • Marketo Marketing Automation
  • Microsoft Dynamics GP
  • Microsoft Visual Studio
  • Adobe Dreamweaver
  • Minitab
  • DeepSeek
  • Microsoft Office software
  • ChatGPT (OpenAI)
  • Redgate SQL Server
  • Puppet
  • Ab Initio
  • Oracle PeopleSoft
  • Apache Airflow
  • Tableau
  • Red Hat OpenShift
  • GitHub
  • ReCrystallize Crystal Reports
  • Oracle Reports
  • Dassault Systemes CATIA
  • Google Meet
  • KornShell
  • Salesforce software
  • Atlassian JIRA
  • Micosoft SQL Server Analysis Services SSAS
  • Microsoft Visio
  • Microsoft Visual Basic Scripting Edition VBScript
  • Couchbase Server
  • NortonLifeLock cybersecurity software
  • Oracle Solaris
  • UNIX
  • Quest SharePlex
  • IBM Interactive System Productivity Facility ISPF
  • Kimi (Moonshot AI)
  • Amazon Redshift
  • Microsoft Project
  • Oracle Fusion Applications
  • Hibernate ORM
  • Jupyter Notebook
  • VMware
  • Human resource management software HRMS
  • JUnit
  • Nearpod
  • Fund accounting software
  • v0 by Vercel
  • Geographic information system GIS software
  • Apache Cassandra
  • Microsoft Azure Data Factory
  • Data dictionary software
  • Docker
  • Customer information control system CICS
  • Devin (Cognition AI)
  • BMC Software Change Manager
  • Qwen (Alibaba)
  • Spring Framework
  • IBM Informix
  • Oracle Hyperion
  • Microsoft ASP.NET Core MVC
  • Microsoft .NET Framework
  • Tabnine
  • Systems and data disaster recovery software
  • Perforce Helix software
  • Database cloning software
  • Database testing software
  • IBM Rational Data Architect
  • Oracle JDBC
  • Oracle Data Guard
  • Red Hat Ansible Engine
  • IBM Cognos Impromptu
  • Data validation software
  • Oracle Enterprise Manager Cloud Control
  • Apple macOS
  • Oracle WebLogic Server
  • Shell script
  • Object database management system ODBMS
  • C
  • Veritas NetBackup
  • Cascading style sheets CSS
  • Index tuning software
  • Informatica software
  • JavaScript
  • Common business oriented language COBOL
  • PySpark
  • Apache Groovy
  • Microsoft Visual C# .NET
  • Google Analytics
  • Oracle JavaServer Pages JSP
  • Hypertext markup language HTML
  • Microsoft SQL Server Integration Services SSIS
  • Apache HTTP Server
  • JavaScript Object Notation JSON
  • Google Angular
  • SAS
  • Microsoft SQL Server Reporting Services SSRS
  • Informatica Corporation PowerCenter
  • Apache Maven
  • IBM Domino
  • Microsoft Visual Basic for Applications VBA
  • Oracle Taleo
  • Advanced business application programming ABAP
  • Microsoft ActiveX
  • Gemini (Google)
  • Bolt.new
  • Hewlett Packard HP-UX
  • Mistral AI (chat/models)
  • Extensible hypertext markup language XHTML
  • SAP Crystal Reports
  • Enterprise JavaBeans
  • Blackbaud The Raiser's Edge
  • Microsoft SQL Server
  • Unified modeling language UML
  • Database software
  • Google Antigravity
  • Amazon Elastic Compute Cloud EC2
  • Red Hat WildFly
  • Oracle JD Edwards EnterpriseOne
  • Amazon DynamoDB
  • Oracle SQL Developer
  • Apache Struts
  • Storage area network SAN software
  • Transact-SQL
  • Apache Ant
  • Microsoft PowerPoint
  • Go
  • Database capacity planning software
  • Ext JS
  • Cluster server software
  • Microsoft Publisher
  • Apache Sqoop
  • Epic Systems
  • Apache Tomcat
  • Quest Erwin Data Modeler
  • jQuery
  • Prolog
  • LAMP Stack
  • Salesforce Visualforce
  • NetSuite ERP
  • IBM DB2
  • Data manipulation language DML
  • Microsoft Word
  • Ansible software
  • Informatica Big Data
  • Ruby
  • Access management software
  • Apache Pig
  • LogMeIn GoToMeeting
  • Oracle SQL Loader
  • Pentaho Kettle
  • BMC Software Recovery Manager RMAN
  • Apache Hive
  • Microsoft Outlook
  • Mistral (Mistral AI)
  • Data transformation services DTS software
  • Acronis Recovery Expert
  • Microsoft Excel
  • C#
  • MariaDB
  • MicroStrategy
  • Amazon CodeWhisperer
  • EMC NetWorker
  • Restructured extended executor REXX
  • Oracle Primavera Enterprise Project Portfolio Management
  • Grok (xAI)
  • Snowflake
  • Hewlett Packard LoadRunner
  • Cursor AI
  • UNIX Shell
  • Oracle Fusion Middleware
  • Encryption software
  • DOS shell script
  • GitHub Copilot
  • Ellucian Banner ERP
  • Microsoft Active Server Pages ASP
  • Extensible markup language XML
  • LexisNexis
  • Apache Solr
  • IBM SPSS Statistics
  • Oracle Business Intelligence Enterprise Edition
  • Citrix cloud computing software
  • Supervisory control and data acquisition SCADA software
  • Atlassian Bamboo
  • Oracle Golden Gate
  • McAfee
  • Microsoft Access
  • Bash
  • Lovable.dev
  • NoSQL
  • Amazon Data Pipeline
  • Llama (Meta)
  • Quest Central
  • Relational database management software
  • Apache Mahout
  • Perl
  • Wireshark
  • LogMeIn GoToWebinar
  • Job control language JCL
  • Oracle Learning Management
  • Oracle PeopleSoft Financials
  • Apache Subversion SVN
  • MapR Converged Data Platform
  • Integrated development environment IDE software
  • Microsoft Windows Server
  • SAP PowerBuilder
  • Gemini Code Assist
  • Data definition language DDL
  • Relational database management system software
  • Safe Software FME
  • Python
  • Amazon Web Services AWS CloudFormation
  • Visual Paradigm DB Visual ARCHITECT
  • Microsoft PowerShell
  • Oracle Designer
  • ADO.NET
  • Swift
  • Oracle Eloqua
  • Storage management software
  • ASG Technologies ASG-Zeke
  • Microsoft Dynamics
  • Elasticsearch
  • Oracle SQL Plus
  • Eclipse IDE
  • SAP Replication Server
  • Computer Associates Log Analyzer
  • Django
  • Amazon Web Services AWS software
  • SolarWinds
  • Structured query language SQL
  • Microsoft Windows
  • Database security software
  • HP DataProtector
  • C++
  • Catalog navigation software
  • Qlik Tech QlikView
  • Drupal
  • Oracle Application Express APEX
  • Blackboard software
  • FileMaker Pro
  • PHP
  • SentryOne SQL Sentry
  • CA IDMS
  • Microsoft Visual Basic.NET
  • Skype
  • Backbone.js
  • BMC Software Control-M
  • Chef
  • StataCorp Stata
  • Cisco Webex
  • Operating system software
  • Oracle E-Business Suite Financials
  • IBM Power Systems software
  • Deployment software
  • MongoDB
  • Dynamic hypertext markup language DHTML
  • SAP software
  • Teradata Active Enterprise Data Warehouse
  • Red Hat Enterprise Linux
  • Embarcadero Technologies DBArtisan
  • Atlassian Confluence
  • Data mapping software
  • PostgreSQL
  • IBM Notes
  • SAP Adaptive Server Enterprise
  • Nagios
  • Perplexity AI
  • Microsoft ASP.NET
  • Linux
  • Nova (Amazon)
  • The MathWorks MATLAB
  • Oracle Java
  • Git
  • Apache Spark
  • IBM WebSphere
  • Microsoft Visual Basic
  • Apache Kafka
  • Selenium
  • Desktop computers
  • Tape libraries
  • Redundant array of independent disks RAID systems
  • Notebook computers
  • Hard disk drives
  • Mainframe computers